{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9098107f",
   "metadata": {},
   "source": [
    "## 使用kmeans进行颜色量化\n",
    "\n",
    "颜色量化就是对给定的图像进行像素矢量化，将显示图像所需的颜色从96,615种减少到64种，同时保持整体外观质量。\n",
    "\n",
    "在本例中，像素在3D空间中表示，使用K-means找到64个颜色簇。在图像处理文献中，由K-means(聚类中心)得到的码本称为调色板。使用单个字节，最多可以寻址256种颜色，而RGB编码需要每个像素3个字节。例如，GIF文件格式就使用了这样一个调色板。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "70981cd2",
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from sklearn.cluster import KMeans\n",
    "from sklearn.metrics import pairwise_distances_argmin\n",
    "from sklearn.datasets import load_sample_image\n",
    "from sklearn.utils import shuffle\n",
    "from time import time"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed25e651",
   "metadata": {},
   "source": [
    "训练的数据已经被包含在sklearn中"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9eceb980",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fitting model on a small sub-sample of the data\n",
      "    done in 0.539s.\n",
      "Predicting color indices on the full image (k-means)\n",
      "    done in 0.467s.\n",
      "Predicting color indices on the full image (random)\n",
      "(273280,)\n",
      "    done in 0.485s.\n"
     ]
    }
   ],
   "source": [
    "n_colors = 64\n",
    "\n",
    "# 加载图像\n",
    "img = load_sample_image(\"china.jpg\")\n",
    "\n",
    "# 转化为浮点数而不是默认的８位整数编码。\n",
    "# 除以255是重要的这样plt.imshow在浮点数(需要在[0-1]的范围)上的表现会很好 \n",
    "\n",
    "img = np.array(img, dtype=np.float64) / 255\n",
    "\n",
    "# 加载图像并转化成2D的numpy数组。\n",
    "w, h, d = original_shape = tuple(img.shape)\n",
    "assert d == 3\n",
    "image_array = np.reshape(img, (w * h, d))\n",
    "\n",
    "print(\"Fitting model on a small sub-sample of the data\")\n",
    "t0 = time()\n",
    "image_array_sample = shuffle(image_array, \n",
    "                             random_state=0)[:1000]\n",
    "#image_array_sample = image_array[:1000]\n",
    "kmeans = KMeans(n_clusters=n_colors, random_state=0).fit(\n",
    "    image_array_sample)\n",
    "print(\"    done in %0.3fs.\" % (time() - t0))\n",
    "\n",
    "# 获得所有点的标签\n",
    "print(\"Predicting color indices on the full image (k-means)\")\n",
    "t0 = time()\n",
    "labels = kmeans.predict(image_array)\n",
    "print(\"    done in %0.3fs.\" % (time() - t0))\n",
    "\n",
    "\n",
    "codebook_random = shuffle(image_array, \n",
    "                          random_state=0)[:n_colors + 1]\n",
    "print(\"Predicting color indices on the full image (random)\")\n",
    "t0 = time()\n",
    "# FIXME: 需要确认这个函数的具体操作，和手册的不一致\n",
    "labels_random = pairwise_distances_argmin(codebook_random,\n",
    "                                          image_array,\n",
    "                                          axis=0)\n",
    "print(labels_random.shape)\n",
    "print(\"    done in %0.3fs.\" % (time() - t0))\n",
    "\n",
    "\n",
    "def recreate_image(codebook, labels, w, h):\n",
    "    \"\"\"Recreate the (compressed) image from the code book & labels\"\"\"\n",
    "    d = codebook.shape[1]\n",
    "    image = np.zeros((w, h, d))\n",
    "    label_idx = 0\n",
    "    for i in range(w):\n",
    "        for j in range(h):\n",
    "            image[i][j] = codebook[labels[label_idx]]\n",
    "            label_idx += 1\n",
    "    return image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "cf39b5b5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fc5cfe604f0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 原始图像\n",
    "plt.figure(1)\n",
    "ax = plt.axes([0, 0, 0.7, 0.7])\n",
    "plt.axis('off')\n",
    "plt.title('Original')\n",
    "plt.imshow(img)\n",
    "\n",
    "# 64 VQ 图像\n",
    "plt.figure(2)\n",
    "ax = plt.axes([0, 0, 0.7, 0.7])\n",
    "plt.axis('off')\n",
    "plt.title('Quantized (64 colors)')\n",
    "plt.imshow(recreate_image(kmeans.cluster_centers_, labels, w, h))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
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